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Entropy | An Open Access Journal from MDPI To address this challenge, this study develops an entropy-guided machine learning framework that integrates parameter prediction, uncertainty quantification, and entropy-based evaluation of AD operation
Entropy - MDPI The concept of entropy constitutes, together with energy, a cornerstone of contemporary physics and related areas It was originally introduced by Clausius in 1865 along abstract lines focusing on thermodynamical irreversibility of macroscopic physical processes
Entropy | Aims Scope - MDPI Entropy (ISSN 1099-4300), an international and interdisciplinary journal of entropy and information studies, publishes reviews, regular research papers and short notes
Approximate Entropy and Sample Entropy: A Comprehensive Tutorial - MDPI Approximate Entropy and Sample Entropy are two algorithms for determining the regularity of series of data based on the existence of patterns Despite their similarities, the theoretical ideas behind those techniques are different but usually ignored
Entropy | Editorial Board - MDPI Interests: theoretical and mathematical physics—fundamental aspects of quantum mechanics, quantum theories for information, statistical thermodynamics of complex systems and science of reliability; entropy and complex system; quantum physics
Applications of Entropy in Data Analysis and Machine Learning: A . . . - MDPI Precisely, this paper aims to provide an up-to-date overview of the applications of entropy in data analysis and machine learning, where entropy stands here not only for the traditional instances, but also for more recent proposals inspired by them
Entropy | Special Issues - MDPI Entropy publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions
Applications of Entropy in Finance: A Review - MDPI In this paper, we review the concepts and principles of entropy, as well as their applications in the field of finance, especially in portfolio selection and asset pricing Furthermore, we review the effects of the applications of entropy and compare them with other traditional and new methods